The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-03-31"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "857487 (up from 782365 yesterday: 9.6 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "42107 (up from 37582 yesterday: 12.04 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 4.91



In- Depth Country Wise Stats (With Atleast 100 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed TotalDeaths FatalityRate
US 188172 3873 2.06
Italy 105792 12428 11.75
Spain 95923 8464 8.82
China 82279 3309 4.02
Germany 71808 775 1.08
France 52827 3532 6.69
Iran 44605 2898 6.50
United Kingdom 25481 1793 7.04
Switzerland 16605 433 2.61
Turkey 13531 214 1.58
Belgium 12775 705 5.52
Netherlands 12667 1040 8.21
Austria 10180 128 1.26
Korea, South 9786 162 1.66
Canada 8527 101 1.18
Portugal 7443 160 2.15
Brazil 5717 201 3.52
Israel 5358 20 0.37
Norway 4641 39 0.84
Australia 4559 18 0.39
Sweden 4435 180 4.06
Czechia 3308 31 0.94
Ireland 3235 71 2.19
Denmark 3039 90 2.96
Malaysia 2766 43 1.55
Chile 2738 12 0.44
Russia 2337 17 0.73
Poland 2311 33 1.43
Romania 2245 82 3.65
Ecuador 2240 75 3.35
Luxembourg 2178 23 1.06
Philippines 2084 88 4.22
Japan 1953 56 2.87
Pakistan 1938 26 1.34
Thailand 1651 10 0.61
Saudi Arabia 1563 10 0.64
Indonesia 1528 136 8.90
Finland 1418 17 1.20
India 1397 35 2.51
South Africa 1353 5 0.37
Greece 1314 49 3.73
Panama 1181 30 2.54
Iceland 1135 2 0.18
Dominican Republic 1109 51 4.60
Mexico 1094 28 2.56
Peru 1065 30 2.82
Argentina 1054 27 2.56
Singapore 926 3 0.32
Colombia 906 16 1.77
Serbia 900 16 1.78
Croatia 867 6 0.69
Slovenia 802 15 1.87
Qatar 781 2 0.26
Estonia 745 4 0.54
Algeria 716 44 6.15
Diamond Princess 712 10 1.40
Egypt 710 46 6.48
Iraq 694 50 7.20
United Arab Emirates 664 6 0.90
New Zealand 647 1 0.15
Ukraine 645 17 2.64
Morocco 617 36 5.83
Bahrain 567 4 0.71
Lithuania 537 8 1.49
Armenia 532 3 0.56
Hungary 492 16 3.25
Lebanon 470 12 2.55
Bosnia and Herzegovina 420 13 3.10
Bulgaria 399 8 2.01
Latvia 398 0 0.00
Tunisia 394 10 2.54
Andorra 376 12 3.19
Slovakia 363 0 0.00
Moldova 353 4 1.13
Costa Rica 347 2 0.58
Kazakhstan 343 2 0.58
Uruguay 338 1 0.30
North Macedonia 329 9 2.74
Taiwan* 322 5 1.55
Azerbaijan 298 5 1.68
Kuwait 289 0 0.00
Jordan 274 5 1.82
Cyprus 262 8 3.05
Burkina Faso 261 14 5.36
Albania 243 15 6.17
San Marino 236 26 11.02
Vietnam 212 0 0.00
Cameroon 193 6 3.11
Oman 192 1 0.52
Cuba 186 6 3.23
Cote d’Ivoire 179 1 0.56
Senegal 175 0 0.00
Afghanistan 174 4 2.30
Uzbekistan 172 2 1.16
Malta 169 0 0.00
Ghana 161 5 3.11
Belarus 152 1 0.66
Mauritius 143 5 3.50
Sri Lanka 143 2 1.40
Honduras 141 7 4.96
Nigeria 135 2 1.48
Venezuela 135 3 2.22
Brunei 129 1 0.78
West Bank and Gaza 119 1 0.84
Kosovo 112 1 0.89
Georgia 110 0 0.00
Cambodia 109 0 0.00
Montenegro 109 2 1.83
Bolivia 107 6 5.61
Kyrgyzstan 107 0 0.00

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed Deaths FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 75833 1550 2.04 3898.16 79.68 1 in 257
New Jersey 18696 267 1.43 2104.89 30.06 1 in 475
California 8210 173 2.11 207.78 4.38 1 in 4813
Michigan 7615 259 3.40 762.50 25.93 1 in 1311
Florida 6741 85 1.26 313.86 3.96 1 in 3186
Massachusetts 6620 89 1.34 952.59 12.81 1 in 1050
Illinois 5994 99 1.65 473.02 7.81 1 in 2114
Washington 5432 225 4.14 713.34 29.55 1 in 1402
Louisiana 5237 239 4.56 1126.53 51.41 1 in 888
Pennsylvania 4963 63 1.27 387.67 4.92 1 in 2579
Georgia 3929 111 2.83 370.05 10.45 1 in 2702
Texas 3809 54 1.42 131.36 1.86 1 in 7612
Connecticut 3128 69 2.21 877.35 19.35 1 in 1140
Colorado 2966 69 2.33 515.04 11.98 1 in 1942
Tennessee 2391 23 0.96 349.91 3.37 1 in 2858
Ohio 2199 55 2.50 188.12 4.71 1 in 5316
Indiana 2158 49 2.27 320.55 7.28 1 in 3120
Maryland 1660 18 1.08 274.58 2.98 1 in 3642
North Carolina 1535 12 0.78 146.36 1.14 1 in 6833
Wisconsin 1412 25 1.77 242.51 4.29 1 in 4124
Missouri 1357 15 1.11 221.10 2.44 1 in 4523
Arizona 1289 24 1.86 169.27 3.15 1 in 5908
Virginia 1249 27 2.16 146.33 3.16 1 in 6834
Nevada 1114 26 2.33 361.67 8.44 1 in 2765
South Carolina 1083 22 2.03 210.34 4.27 1 in 4754
Alabama 987 23 2.33 201.30 4.69 1 in 4968
Mississippi 937 20 2.13 314.84 6.72 1 in 3176
Utah 888 5 0.56 276.98 1.56 1 in 3610
Oregon 690 18 2.61 163.59 4.27 1 in 6113
Minnesota 629 12 1.91 111.53 2.13 1 in 8966
Kentucky 628 11 1.75 140.57 2.46 1 in 7114
Oklahoma 568 23 4.05 143.54 5.81 1 in 6966
Arkansas 523 8 1.53 173.30 2.65 1 in 5770
Idaho 515 8 1.55 287.38 4.46 1 in 3480
Iowa 497 7 1.41 157.52 2.22 1 in 6348
District of Columbia 495 9 1.82 701.38 12.75 1 in 1426
Rhode Island 488 8 1.64 460.66 7.55 1 in 2171
Kansas 434 9 2.07 148.97 3.09 1 in 6713
New Hampshire 357 3 0.84 262.56 2.21 1 in 3809
Delaware 319 10 3.13 327.59 10.27 1 in 3053
New Mexico 315 4 1.27 150.23 1.91 1 in 6657
Maine 303 5 1.65 225.41 3.72 1 in 4436
Vermont 293 13 4.44 469.56 20.83 1 in 2130
Puerto Rico 239 8 3.35 74.83 2.50 1 in 13363
Hawaii 204 0 0.00 144.08 0.00 1 in 6941
Montana 198 5 2.53 185.26 4.68 1 in 5398
Nebraska 172 3 1.74 88.92 1.55 1 in 11247
West Virginia 162 1 0.62 90.65 0.56 1 in 11032
North Dakota 122 3 2.46 160.09 3.94 1 in 6246
Alaska 119 3 2.52 162.67 4.10 1 in 6147
Wyoming 109 0 0.00 188.33 0.00 1 in 5310
South Dakota 108 1 0.93 122.08 1.13 1 in 8191
Guam 69 2 2.90 416.37 12.07 1 in 2402
Virgin Islands 30 0 0.00 NA NA 1 in NA
Northern Mariana Islands 2 0 0.00 36.24 0.00 1 in 27597
Recovered 0 0 NaN NA NA 1 in NA

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region HospitalizedWithSymptoms IntensiveCare HomeIsolation ActiveCases Discharged_Healed Deceased Confirmations Swabs FatalityRate ConfirmationRate
Lombardia 11883 1324 11917 25124 10885 7199 43208 114640 16.66 37.69
Emilia-Romagna 3765 353 6835 10953 1477 1644 14074 54532 11.68 25.81
Piemonte 3174 452 4456 8082 365 854 9301 27658 9.18 33.63
Veneto 1680 356 5814 7850 828 477 9155 106238 5.21 8.62
Toscana 1120 293 2813 4226 138 244 4608 33165 5.30 13.89
Marche 946 169 2237 3352 21 452 3825 11724 11.82 32.63
Liguria 1153 179 1176 2508 480 428 3416 10376 12.53 32.92
Lazio 1127 173 1342 2642 291 162 3095 34677 5.23 8.93
Campania 501 133 1237 1871 88 133 2092 14403 6.36 14.52
Puglia 609 105 940 1654 39 110 1803 14073 6.10 12.81
P.A. Trento 354 80 955 1389 193 164 1746 6973 9.39 25.04
Sicilia 503 72 917 1492 74 81 1647 15634 4.92 10.53
Friuli Venezia Giulia 215 60 885 1160 320 113 1593 14899 7.09 10.69
Abruzzo 335 73 783 1191 95 115 1401 8758 8.21 16.00
P.A. Bolzano 249 62 831 1142 153 76 1371 11275 5.54 12.16
Umbria 176 43 632 851 190 37 1078 8685 3.43 12.41
Sardegna 113 28 516 657 34 31 722 5257 4.29 13.73
Calabria 132 17 457 606 17 36 659 9327 5.46 7.07
Valle d’Aosta 91 26 435 552 20 56 628 1582 8.92 39.70
Basilicata 37 17 162 216 3 7 226 2043 3.10 11.06
Molise 29 8 80 117 18 9 144 1049 6.25 13.73

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Quebec 4162 31 0.74
Ontario 1966 33 1.68
British Columbia 1013 24 2.37
Alberta 690 8 1.16
Saskatchewan 184 2 1.09
Newfoundland and Labrador 152 1 0.66
Nova Scotia 147 0 0.00
Manitoba 103 1 0.97
New Brunswick 70 0 0.00
Prince Edward Island 21 0 0.00
Grand Princess 13 0 0.00
Yukon 5 0 0.00
Northwest Territories 1 0 0.00
Diamond Princess 0 1 Inf
Recovered 0 0 NaN

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67801 3187 4.70
Guangdong 1494 8 0.54
Henan 1276 22 1.72
Zhejiang 1257 1 0.08
Hunan 1018 4 0.39
Anhui 990 6 0.61
Jiangxi 937 1 0.11
Shandong 774 7 0.90
Hong Kong 714 4 0.56
Jiangsu 646 0 0.00
Beijing 580 8 1.38
Chongqing 579 6 1.04
Sichuan 550 3 0.55
Shanghai 509 5 0.98
Heilongjiang 484 13 2.69
Fujian 343 1 0.29
Hebei 321 6 1.87
Guangxi 254 2 0.79
Shaanxi 253 3 1.19
Yunnan 182 2 1.10
Tianjin 174 3 1.72
Hainan 168 6 3.57
Guizhou 146 2 1.37
Liaoning 139 2 1.44
Gansu 138 2 1.45
Shanxi 136 0 0.00
Inner Mongolia 107 1 0.93
Jilin 98 1 1.02
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 41 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 575.10 11.84 1 in 1739
Italy 1749.21 205.49 1 in 572
Spain 2055.79 181.40 1 in 486
China 59.36 2.39 1 in 16845
Germany 867.35 9.36 1 in 1153
France 788.58 52.72 1 in 1268
Iran 549.59 35.71 1 in 1820
United Kingdom 383.52 26.99 1 in 2607
Switzerland 1937.57 50.53 1 in 516
Turkey 167.44 2.65 1 in 5972
Belgium 1120.61 61.84 1 in 892
Netherlands 737.31 60.54 1 in 1356
Austria 1153.93 14.51 1 in 867
Korea, South 190.13 3.15 1 in 5260
Canada 226.84 2.69 1 in 4408
Portugal 723.32 15.55 1 in 1383
Brazil 27.31 0.96 1 in 36610
Israel 615.01 2.30 1 in 1626
Norway 864.57 7.27 1 in 1157
Australia 185.33 0.73 1 in 5396

Data Sources: 1. Github Repos: CSSEGISandData and pcm-dpc